{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Data analysis: air pollutant concentration\n",
    "\n",
    "[Feature Engineering for Time Series Forecasting](https://www.trainindata.com/p/feature-engineering-for-forecasting)\n",
    "\n",
    "In this notebook, we will analyse time series data on pollutant concentration.\n",
    "\n",
    "## Dataset\n",
    "\n",
    "We will work with the Air Quality Dataset from the [UCI Machine Learning Repository](https://archive.ics.uci.edu/ml/datasets/Air+Quality).\n",
    "\n",
    "For instructions on how to download, prepare, and store the dataset, refer to notebook number 3, in the folder \"01-Datasets\" from this repository.\n",
    "\n",
    "\n",
    "## Data set synopsis\n",
    "\n",
    "We will work with the variable **relative humidity (RH)** and **CO concentration (CO_sensor)**.\n",
    "\n",
    "Both are time series. \n",
    "\n",
    "This dataset is particularly challenging because **timestamps are not equidistant**. Entire days of recordings are missing, probably due to data collection failure. There are also outliers wherever the sensors did not manage to obtain a measurement of humidity or CO concentration."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Load data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>CO_sensor</th>\n",
       "      <th>RH</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Date_Time</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2004-10-03 18:00:00</th>\n",
       "      <td>1360.0</td>\n",
       "      <td>48.9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2004-10-03 19:00:00</th>\n",
       "      <td>1292.0</td>\n",
       "      <td>47.7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2004-10-03 20:00:00</th>\n",
       "      <td>1402.0</td>\n",
       "      <td>54.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2004-10-03 21:00:00</th>\n",
       "      <td>1376.0</td>\n",
       "      <td>60.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2004-10-03 22:00:00</th>\n",
       "      <td>1272.0</td>\n",
       "      <td>59.6</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                     CO_sensor    RH\n",
       "Date_Time                           \n",
       "2004-10-03 18:00:00     1360.0  48.9\n",
       "2004-10-03 19:00:00     1292.0  47.7\n",
       "2004-10-03 20:00:00     1402.0  54.0\n",
       "2004-10-03 21:00:00     1376.0  60.0\n",
       "2004-10-03 22:00:00     1272.0  59.6"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# If you followed the instructions, the data should be\n",
    "# located here:\n",
    "\n",
    "filename = \"../Datasets/AirQualityUCI_ready.csv\"\n",
    "\n",
    "# The variables we will use in this demo:\n",
    "variables = [\"Date_Time\", \"CO_sensor\", \"RH\"]\n",
    "\n",
    "# Load data:\n",
    "data = pd.read_csv(filename, usecols=variables, index_col=[\"Date_Time\"])\n",
    "\n",
    "data.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- timestamp in the index. \n",
    "\n",
    "- CO_sensor: carbon monoxide concentration.\n",
    "\n",
    "- RH: relative humidity (in the air)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "DatetimeIndex(['2004-10-03 18:00:00', '2004-10-03 19:00:00',\n",
       "               '2004-10-03 20:00:00', '2004-10-03 21:00:00',\n",
       "               '2004-10-03 22:00:00', '2004-10-03 23:00:00',\n",
       "               '2004-11-03 00:00:00', '2004-11-03 01:00:00',\n",
       "               '2004-11-03 02:00:00', '2004-11-03 03:00:00',\n",
       "               ...\n",
       "               '2005-04-04 05:00:00', '2005-04-04 06:00:00',\n",
       "               '2005-04-04 07:00:00', '2005-04-04 08:00:00',\n",
       "               '2005-04-04 09:00:00', '2005-04-04 10:00:00',\n",
       "               '2005-04-04 11:00:00', '2005-04-04 12:00:00',\n",
       "               '2005-04-04 13:00:00', '2005-04-04 14:00:00'],\n",
       "              dtype='datetime64[ns]', name='Date_Time', length=9357, freq=None)"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Cast datetime variable in datetime format.\n",
    "\n",
    "data.index = pd.to_datetime(data.index)\n",
    "\n",
    "data.index"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Reduce data span (poor data quality outside these dates)\n",
    "\n",
    "data = data.loc[\"2004-04-04\":\"2005-04-04\"]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(Timestamp('2004-04-04 00:00:00'), Timestamp('2005-04-04 14:00:00'))"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Sanity check: data span.\n",
    "\n",
    "data.index.min(), data.index.max()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "CO_sensor    0\n",
       "RH           0\n",
       "dtype: int64"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Quick check: missing data.\n",
    "\n",
    "data.isnull().sum()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "At first sight, there is no data missing.\n",
    "\n",
    "## Quick analysis - plot time series"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1440x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1440x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot the time series.\n",
    "\n",
    "for var in [\"CO_sensor\", \"RH\"]:\n",
    "\n",
    "    # Plot the time series\n",
    "    data[var].plot(figsize=(20, 4))\n",
    "\n",
    "    # Add title\n",
    "    plt.title(var)\n",
    "\n",
    "    # the y axis label\n",
    "    plt.ylabel(var)\n",
    "\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Looking at the plots, we see the following:\n",
    "\n",
    "- There are records missing: pandas plot interpolates linearly between available values.\n",
    "\n",
    "- Some values are negative, most likely measurement errors, as concentration or humidity level can't be negative."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Remove outliers\n",
    "\n",
    "data = data.loc[(data[\"CO_sensor\"] >= 0) & (data[\"RH\"] >= 0)]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1440x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1440x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot the time series.\n",
    "\n",
    "for var in [\"CO_sensor\", \"RH\"]:\n",
    "\n",
    "    # Plot the time series\n",
    "    data[var].plot(figsize=(20, 4))\n",
    "\n",
    "    # Add title\n",
    "    plt.title(var)\n",
    "\n",
    "    # the y axis label\n",
    "    plt.ylabel(var)\n",
    "\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Highlight missing timestamps\n",
    "\n",
    "To highlight the missing timestamps, I will first introduce the missing timestamps in the dataset. This will introduce NaN into the variables.\n",
    "\n",
    "Then I will fill in the NAN, carrying the last value forward. And finally, I will plot the imputed data to highlight the missing timestamps."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1440x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1440x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Introduce the missing timestamps.\n",
    "# Note that we capture this in a different dataframe.\n",
    "data_ = data.asfreq(\"1H\")\n",
    "\n",
    "# Apply the forward fill method.\n",
    "data_imputed = data_.fillna(method=\"ffill\")\n",
    "\n",
    "# Plot the imputed time series.\n",
    "for var in [\"CO_sensor\", \"RH\"]:\n",
    "\n",
    "    # plot the time series.\n",
    "    ax = data_[var].plot(linestyle=\"-\", marker=\".\", figsize=[20, 4])\n",
    "\n",
    "    # plot the imputed values on top, in red.\n",
    "    data_imputed[data_.isnull()][var].plot(ax=ax, legend=None, marker=\".\", color=\"r\")\n",
    "\n",
    "    # Add title.\n",
    "    plt.title(var)\n",
    "\n",
    "    # the y axis label\n",
    "    plt.ylabel(var)\n",
    "\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Seasonality\n",
    "\n",
    "Air pollutant concentration changes with car traffic. At rush hour, we have more pollutants. During the night hours, we have fewer pollutants.\n",
    "\n",
    "Let's see if what I am saying is true."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Date_Time\n",
       "2004-10-03 18:00:00    18:00:00\n",
       "2004-10-03 19:00:00    19:00:00\n",
       "2004-10-03 20:00:00    20:00:00\n",
       "2004-10-03 21:00:00    21:00:00\n",
       "2004-10-03 22:00:00    22:00:00\n",
       "dtype: object"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Capture \"time\" in a new variable.\n",
    "\n",
    "time_ = data.index.time\n",
    "\n",
    "time_ = pd.Series(time_, index=data.index)\n",
    "\n",
    "time_.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, 'Concentration')"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 720x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot the average pollutant concentration per hour.\n",
    "\n",
    "data.groupby(time_)[[\"CO_sensor\"]].mean().plot(figsize=(10, 5))\n",
    "plt.title(\"Pollutant concentration seasonality\")\n",
    "plt.ylabel(\"Concentration\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, 'Concentration')"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 720x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot the average humidity per hour.\n",
    "\n",
    "data.groupby(time_)[[\"RH\"]].mean().plot(figsize=(10, 5))\n",
    "plt.title(\"Humidity seasonality\")\n",
    "plt.ylabel(\"Concentration\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Bingo! More pollutants are detected around 8–9 a.m. and again at 18–19 hs."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "fsml",
   "language": "python",
   "name": "fsml"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.5"
  },
  "toc": {
   "base_numbering": 1,
   "nav_menu": {},
   "number_sections": true,
   "sideBar": true,
   "skip_h1_title": false,
   "title_cell": "Table of Contents",
   "title_sidebar": "Contents",
   "toc_cell": false,
   "toc_position": {},
   "toc_section_display": true,
   "toc_window_display": true
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
